{"id":"W2898201615","doi":"10.1016/j.jtho.2018.08.1077","title":"P2.01-23 Baseline Plasma Biomarkers Predict Long-Term Responses to ALK-TKIs in ALK+ Advanced Non-Small Cell Lung Cancer (NSCLC)","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Internal medicine; Oncology; Anaplastic lymphoma kinase; Lung cancer; Targeted therapy; Crizotinib; Cancer; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004242698,0.0004094914,0.0003524914,0.0002732677,0.0003664596,0.001230188,0.0003559481,0.0008025461,0.007523957],"category_scores_gemma":[0.00198292,0.0001841526,0.000626347,0.0004793169,0.0003017419,0.0007054062,0.0003492835,0.001029252,0.001260445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853473,"about_ca_system_score_gemma":0.0003855719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163723,"about_ca_topic_score_gemma":0.001383851,"domain_scores_codex":[0.9997357,0.00005266739,0.00002476299,0.00006730071,0.00003774774,0.00008174947],"domain_scores_gemma":[0.9989468,0.0003539254,0.0003026115,0.00004957611,0.0001110914,0.0002360072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002949341,0.0001268044,0.9826947,0.00003985042,0.0002411388,0.0002768194,0.00004222963,0.0001917362,0.002319973,0.00007826584,0.001332114,0.009707203],"study_design_scores_gemma":[0.00006497523,0.0005339948,0.9954119,0.0000163776,0.0001896966,0.0006796552,0.0001340423,0.0006746401,0.0005791666,0.0002644194,0.001440331,0.0000107072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948969,0.0007901993,0.0001688543,0.0003314549,0.00009303282,0.00001104766,0.001393214,0.00001769583,0.002297495],"genre_scores_gemma":[0.9972432,0.0001250769,0.0001021516,0.0001014418,0.00006233943,0.00001300151,0.0008583423,0.000006613622,0.001488062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007523957,"threshold_uncertainty_score":0.02517015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787023961770173,"score_gpt":0.4293148167726338,"score_spread":0.4114445771549321,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}